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feat(learning): add validation semantics for learned behaviors#237

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xinhuagu merged 1 commit into
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codex/issue-227-learning-validation-semantics
Mar 13, 2026
Merged

feat(learning): add validation semantics for learned behaviors#237
xinhuagu merged 1 commit into
mainfrom
codex/issue-227-learning-validation-semantics

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@xinhuagu

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Summary

  • add a persisted learning validation model for learned behaviors
  • record uniform validation semantics for runtime skills, draft validation, release transitions, and refinement outcomes
  • add focused tests for validation storage and runtime/refinement validation paths

Testing

  • ./gradlew :aceclaw-daemon:test --tests dev.aceclaw.daemon.LearningValidationStoreTest --tests dev.aceclaw.daemon.LearningValidationRecorderTest --tests dev.aceclaw.daemon.DynamicSkillGeneratorTest --tests dev.aceclaw.daemon.SkillIntegrationTest --no-daemon
  • ./gradlew :aceclaw-daemon:test --no-daemon

Closes #227

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📥 Commits

Reviewing files that changed from the base of the PR and between a423db1 and 57f394a.

📒 Files selected for processing (9)
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/AceClawDaemon.java
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/DynamicSkillGenerator.java
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/LearningValidation.java
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/LearningValidationRecorder.java
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/LearningValidationStore.java
  • aceclaw-daemon/src/main/java/dev/aceclaw/daemon/StreamingAgentHandler.java
  • aceclaw-daemon/src/test/java/dev/aceclaw/daemon/DynamicSkillGeneratorTest.java
  • aceclaw-daemon/src/test/java/dev/aceclaw/daemon/LearningValidationRecorderTest.java
  • aceclaw-daemon/src/test/java/dev/aceclaw/daemon/LearningValidationStoreTest.java
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment
  • Commit unit tests in branch codex/issue-227-learning-validation-semantics
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@xinhuagu xinhuagu merged commit aebdafb into main Mar 13, 2026
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feat(learning): stronger validation semantics for learned behaviors

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